{"id":"W2767650726","doi":"10.1021/acs.jproteome.7b00672","title":"Stage Dependence, Cell-Origin Independence, and Prognostic Capacity of Serum Glycan Fucosylation, β1–4 Branching, β1–6 Branching, and α2–6 Sialylation in Cancer","year":2017,"lang":"en","type":"article","venue":"Journal of Proteome Research","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"National Cancer Institute; University of Texas MD Anderson Cancer Center; Flinn Foundation","keywords":"Fucosylation; Stage (stratigraphy); Ovarian cancer; Lung cancer; Glycomics; Cancer; Oncology; Internal medicine; Biology; Medicine; Glycan; Cancer research; Biochemistry; Glycoprotein","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003861337,0.0002051516,0.0001663846,0.0003920476,0.000098465,0.0002757935,0.00009525782,0.0001455865,0.000342016],"category_scores_gemma":[0.0005847382,0.0001335076,0.0001440548,0.0002006312,0.000173987,0.0001468158,0.0002321176,0.0002712467,0.0001187941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302392,"about_ca_system_score_gemma":0.0001062135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000838215,"about_ca_topic_score_gemma":0.001169049,"domain_scores_codex":[0.9998397,0.00004786922,0.000008404919,0.00003368421,0.00004046947,0.00002982211],"domain_scores_gemma":[0.9997659,0.00006864025,0.00004661499,0.00003496066,0.00004662286,0.0000373155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002770865,0.00005995054,0.3881475,0.00005503674,0.00008960255,0.0001500838,0.0001520805,0.0003197831,0.5820384,0.0001041038,0.00008944478,0.02602313],"study_design_scores_gemma":[0.00001757188,0.001077337,0.8786653,0.000006329569,0.0001135061,0.0008839885,0.000095137,0.002290516,0.1159875,0.0001324847,0.0007148605,0.00001545641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984926,0.0005508472,0.0005463705,0.000009072802,0.000002583205,0.000005396389,0.00006368813,0.000005346459,0.0003240831],"genre_scores_gemma":[0.9991335,0.0002246912,0.0003376715,0.000006514254,0.000004043747,0.000002829127,0.0001268561,0.000001556245,0.0001623024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000838215,"threshold_uncertainty_score":0.002042115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06543450424959124,"score_gpt":0.3906442880596173,"score_spread":0.3252097838100261,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}